Looped Diffusion Transformer reportedly reuses blocks within each denoising step

A post about Looped Diffusion Transformer says it reuses the same Transformer blocks to iteratively refine hidden states within each denoising step. It says deep supervision and self-modulating attention improve generation without increasing the parameter count, and that scaling loop depth can outperform adding more denoising steps.